Text Embedding, Clustering, Classification | Image Clustering, Classification, Text to Image Search
What you’ll learn
- Advanced NLP for Data Scientists
- Advanced Image Processing
- Text Data Processing
- Text and Image Data Embeddings into the Same Vector Space
- Implement Image Search like Google’s Image Search
This course includes:
- Basic programming of ML is desired
- Experience in Python programming
- Desire to learn
This advanced machine learning and deep learning course covers the following topics:
SBERT and BERT: These are trained models used for natural language processing tasks such as sentence classification, named object recognition, and answering questions.
Sentence embedding and similarity measures: Techniques for representing sentences as numerical vectors and methods for comparing similarities between sentences.
Clustering: Algorithms for grouping similar data points, such as B. k-means and hierarchical clustering.
Text Summary: A technique for automatically generating longer text summaries.
Question Answering: Technique for answering questions automatically based on the text provided.
Image Grouping: Algorithm for grouping similar images together.
Image Search: A technique for finding images based on their content.
Throughout the course, students work on hands-on projects that help them apply the concepts they learn to real-world problems. You will also get the opportunity to apply cutting-edge techniques in the field to solve a wide range of NLP and CV problems.
By the end of this course, your confidence in building and analyzing ML models for image and text processing in Python will increase. You have an in-depth understanding of how to use imagery and textual data modeling to create predictive models and solve real-world business problems.
How will this course help you?
This course gives you a very solid foundation in machine learning. You can use the concepts in this course in other machine learning models. If you are a business leader, executive or student looking to learn machine learning and excel, this is the right course for you.
What qualifies us to teach you?
I am a doctor of philosophy. in machine learning and have trained tens of thousands of students over the years through my IIT courses and the KGP Talkie YouTube channel. Some of my courses are part of Udemy’s collection of top 5000 courses and have been selected for Udemy Business. I promise you won’t regret it.
Who this course is for:
Free Udemy Course Instructors
- Who have basic knowledge of ML
- Who want to skill up
- Who want to boost their career
How to Get this course FREE?
Get a 100% Discount On Udemy Paid Courses by clicking on the Apply Here Button. This Course coupon code is automatically added to the Apply Here Button.
Note: The udemy Courses Will be free for a Maximum of 1000 Learners can use the promo code AND Get this course 100% Free. After that, you will get this course at a discounted price. (Still, It’s a good deal for you to get this course at a discounted price).
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